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Multisensory Video Processing and Learning for Human Robot Interaction

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Keywords
Action recognition
3D CNN
Convolutional Neural Network
CNN
A-V fusion
A-V HRI
IPIC 2019
International Conference on Image Processing 2019
Authors
Petros Maragos, Petros Koutras
Date
DOI
https://dx.doi.org/10.17023/jr5f-0718
Duration
3:02:49
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Image to Image Translation

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Intermediate
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Keywords
GANs
Image-to-image translation
pix2pixHD
GauGAN
CycleGAN
GAN
Generative Adversarial Network
AdaIN
ICIP 2019
International Conference on Image Processing 2019
Authors
Ming-Yu Liu, Ting-Chun Wang
Date
DOI
https://dx.doi.org/10.17023/sn8q-7657
Duration
2:53:13
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Deep Learning for Image Transformation

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Keywords
Machine Learning
Neural Network
CNN
Convolutional Neural Network
Generative Adversarial Network
GAN
Cycle-Consistancy
Image Colorization
Rough Sketch inking；Image impainting
ICIP 2019
International Conference on Image Processing 2019
Authors
Hiroshi Ishikawa, Edgar Simo-Serra
Date
DOI
https://dx.doi.org/10.17023/hahd-j111
Duration
2:59:09
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Vision and Text: Search, Generation and Translation

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Keywords
Image captioning
Video captioning
GAN
Generative Adversarial Network
Deep learning
CP-VTON
ICIP 2019
International Conference on Image Processing 2019
Authors
Ting Yao;Wei Zhang; Wen-Huang Cheng
Date
DOI
https://dx.doi.org/10.17023/4xam-6495
Duration
2:55:38
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Model-Based Speech and Audio Processing

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SAM-APPL
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Keywords
Statistical speech
Audio processing
Pich estimation
Signal-channel enhancement
Array processing
Model-based methods
Maximum likelihood estimator
Multi-channel model
Uniform linear array
Stochastic signals
Autoregressive processes
Posterior probabilities
Correlation-based methods
Nonlinear least square methods, Non-stationary pich estimation
Harmonic model
Speech enhancement
Distortionless enhancement of audio
Array processing and enhancement
Time Difference of Arrival (TDOA)
Direction of arrival (DOA)
Fractional TDOA estimation
Authors
Mads Græsbøll Christensen; Jesper Rindom Jensen; Jesper Kjær Nielsen
Date
DOI
https://dx.doi.org/10.17023/pcg7-vm02
Duration
2:42:47
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Generative Adversarial Network and its Applications on Speech Signal and Natural Language Processing

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Keywords
Generative adversarial networks (GANs)
Natural language processing (NLP)
Reinforcement learning
Speech recognition
Adversarial training
Conditional GAN
Cycle GAN
Domain adversarial training
Unsupervised Conditional Generation
Inverse reinforcement learning
Speech signal generation
Speech enhacement
Speech recognition
Acoustic feature transformation
Speech synthesis
Voice conversion
Emotion recognition
Conditional sequence generation
Unsupervised abstractive summarization
Text style transfer
Semi-supervised learning
Unsupervised machine translation
Authors
Hung-yi Lee; Yu Tsao
Date
DOI
https://dx.doi.org/10.17023/asce-w056
Duration
2:59:22
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From Iterative Algorithms to Deep Learning

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Keywords
Statistical signal processing
Machine learning
Tensorflow
Optimization techniques
Neural networks
Objective functions
Authors
Ami Wiesel
Date
DOI
https://dx.doi.org/10.17023/6b6a-k405
Duration
2:26:35
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Slides for - A nationally-implemented AI solution for Covid-19

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Keywords
ML
Covid-19
Non-pharmaceutical interventions
AutoPrognosis
INVASE
AutoML
Metamodels
IEEE icme 2020
Machine Learning
IEEE International Conference on Multimedia and Expo 2020
Authors
Mihaela van der Schaar
Date
DOI
https://dx.doi.org/10.17023/za2m-0j22
Duration
60
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Active Machine Learning: From Theory to Practice

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Keywords
Active machine learning
Meta-algorithm
VC theory
minimum norm interpolators
DSW 2019
Machine Learning
Data Science Workshop 2019
ML
Authors
Robert Nowak
Date
DOI
https://dx.doi.org/10.17023/6npf-sq22
Duration
1:14:45
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Towards Relational AI: The Good, the Bad, and the Ugly of Learning Over Networks

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Keywords
Modeling
AI
Labeled network
Social relation
DSW 2019
Data Science Workshop 2019
Authors
Jennifer Neville
Date
DOI
https://dx.doi.org/10.17023/a01d-mc30
Duration
1:17:02
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